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2026年全球流动中的AI与自动化研究报告-SANTA FE.pdf会员免费优质

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SANTaFeRELOCATIONAl and Automationin Global MobilityAlignedintelligence心AWARDWINNINGAlignmentLeverageIntegrationGovernanceNavigation

1.Executive summaryGlobal Mobilitv is under sustained operationalstrain. This research quantifies that pressureGlobal Mobilitv and HR leaders report risingSurvey profilecomplexity. expandina complianceexposureThis report reflectsinsights from57and increasina reportina expectations acrossGlobalMobility andcross-border workforce management. RepetitiveHR orofessionalsresponsible foradministrative activity continues to absorb across-border workforcemeaningful share of functional capacity whilemanagementcomplianceoversiohtleadership demands greater visibility, speedand internationaland risk controlemployee movement Respondents representlorganisations of varyingComnliancecoordination. data aatheringscale and complexity,reporting preparation and policy explanationmanaging globally,mobile employees andremain time-intensive and manv environmentsstillrelvonmanualprocessesandsoreadsheot-basedmanaaementAtthesamaThe sample includestimeseniorstakeholdersexoect nearreal-timesenior function leads,insight intocross-borderexposureand workforceregional managers and operationaldistribution. The result is a function balancingspecialists directlyadministrative intensity with increasing involvedin GloballMobility governancestrateaicexoectation. and delivery.Contents1.Executivesummary2.Theoperational reality13. Whereintligentsystems create measurable value,4. Whny implementationremains cautous;15.The Al paradoxoffciency and isk.6. Al capabilty maturityframework7. The changing role of Global Mobility professionals8. Leadership considerations10.Frominsighttopractice

Within this context. automation and artificial intelligence arebeingevaluated as practical tools to reduce operational draa,Adoption remains measured, with respondents identifying dataprivacy,regulatory exposure, reliability of outputs and governanceclarity as the strongest influencing factors when considering Aimplementation. Theseconcerns reflect the reaulatorvsensitivityof GlobalMobilitv operations and the conseauences of erronThe findinas indicate a professionready forintelligent efficiency supported by structured oversight.There is acleardesire toreduceimanual workload, improve data visibility and increase advisorycapacity, provided automation operates within defined governanceframeworks and preserves professional udgementAl in Global Mobility should therefore be approached asinfrastructureembeddedwithinaovernance.dataintearitvandaccountability standards. It offers potential to improve reportingconsistency, support compliance monitoring and release capacityfor hiaher-value advisorv activity when implemented deliberatelyand responsibly.This reportexamineswhere Al and automationcancreatemeasurable value, why adoption remains cautious and howGlobal Mobilitv leaders can introduce intelliaent systemsin a way that strenqthens aovernance and operational control.GlobalMobilitv leadersare therefore facina astructural inflectionpoint. Administrative i...

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